AI Model Win Probability
BLUE DEVILS
0%
HOKIES
100%
BLUE DEVILS
--
HOKIES
--
AI Model Projected Total
AI Projection
178.0
Projected
Book Total
--
Over / Under Line
Over 0
0%
Under 0
100%
AI Model Spread Expectation
AI Spread Proj
-14.0
DUKE
Book Spread
--
Book Line
▲ Edge: +14.0 points (Duke)
Spread Distribution
AI Model
-30-20-100+10+20+30
Distribution centered around DUKE -14.0 expected margin.
Margin of Victory (DUKE)
DUKE By 1-7 points
16.9%
DUKE By 8-14 points
26.2%
VT By 1-7 points
5.8%
VT By 8-14 points
1.4%
AI Model Projected Score
Duke
96
DUKE
Virginia Tech
82
VIRGINIA TECH
Simulated Score
Duke
68
DUKE
Virginia Tech
75
VIRGINIA TECH
Projections Grades
Moneyline (ML)
Divergence
AI
Blue Devils
Win
0% Win Prob
D
Sim
Hokies
Loss
50% Win Prob
D
Point Spread (ATS)
Divergence
AI
Blue Devils (+11.5)
Win
Proj Spread: -14.0
D
Sim
Hokies (+0)
Loss
Proj Spread: -7.0
D
Over/Under (Total)
No Consensus
AI
o148.5
Loss
Proj Total: 178.0
D
Sim
u148.5
Win
Proj Total: 143.0
D
Head-to-Head History
Date
Game
Score
Jan 31, 2026
DUKE @ VT
72 - 58
Dec 31, 2024
VT @ DUKE
65 - 88
Jan 29, 2024
DUKE @ VT
77 - 67
Feb 25, 2023
VT @ DUKE
65 - 81
Jan 23, 2023
DUKE @ VT
75 - 78
Key Model Drivers
Steals (L5)
+25.9% more
Duke: 8.5
vs
Virginia Tech: 6.3
Assists (L5)
+19.0% more
Duke: 15.3
vs
Virginia Tech: 12.4
Rebounding (L5)
+17.5% more
Duke: 41.3
vs
Virginia Tech: 34.0
Field Goal % (L5)
+9.9%
Duke: 50.6%
vs
Virginia Tech: 40.7%
Post-Mortem Analysis
Metric
Projected
Actual
Score Game
DUKE Score
96.0
72
VT Score
82.0
58
Team Stats Splits (Home / Away)
3pt Field Goal %
34.2 / 33.2
27.0 / 24.0
Assists
12.4 / 15.3
11.0 / 15.0
Blocks
4.0 / 2.2
2.0 / 2.0
Field Goal %
40.7 / 50.6
42.0 / 53.0
Free Throw %
71.8 / 73.5
83.0 / 71.0
Rebounding
34.0 / 41.3
26.0 / 33.0
Steals
6.3 / 8.5
6.0 / 7.0
Turnovers
10.4 / 11.0
10.0 / 8.0
Public Market Splits
Moneyline
Open: --
→
--
Spread (ATS)
Open: --
→
--
Total (O/U)
Open: --
→
--
Situational Trends
📊 Win-Loss
DUKE
Advantage
35-3-0
(92.1%)
Margin: 18.0
ATS +/-: +1.6
VT
19-13-0
(59.4%)
Margin: 3.9
ATS +/-: +1.4
🎯 ATS (Spread)
DUKE
20-18-0
(52.6%)
Margin: 18.0
ATS +/-: +1.6
VT
Advantage
17-14-1
(54.8%)
Margin: 3.9
ATS +/-: +1.4
⚖️ Over/Under
DUKE
14-24-0
O: 36.8% / U: 63.2%
Total +/-: -3.2
VT
17-15-0
O: 53.1% / U: 46.9%
Total +/-: +3.6
Season to Date Model Accuracy
AI Model
SIM Engine
VT
DUKE
VT
DUKE
ML
53%
17-15
71%
27-11
72%
23-9
73%
24-9
ATS
59%
19-13
79%
30-8
72%
23-9
73%
24-9
TTL
69%
22-10
47%
18-20
100%
32-0
100%
33-0